Net primary productivity distribution in the BOREAS region from a process model using satellite and surface data

Journal of Geophysical Research Atmospheres

Volumn 104, Issue D22, 1999, Pages 27735-27754

  Liu, J ^a   Chen, J M ^a   Cihlar, J ^a   Chen, W ^a  

^a CANADA CENTRE FOR REMOTE SENSING   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

BOREAL FOREST; ECOSYSTEM MODELING; NET PRIMARY PRODUCTION; REMOTE SENSING; UPSCALING;

EID: 2142859472     PISSN: 01480227     EISSN: None     Source Type: Journal    
DOI: 10.1029/1999JD900768     Document Type: Article

References (76)

1. Aase, J. K., J. P. Millard, and B. S. Brown, Spectral radiance estimates of leaf area and leaf phytomass of small grains and native vegetation, IEEE Trans. Geosci. Remote Sens., 24, 685-692, 1986.
2. Asrar, G., M. Fuchs, E. T. Kanemasu, and J. H. Hatfield, Estimating absorbed photosynthetic radiation and leaf area index from spectral reflectance in wheat, Agron. J., 76, 300-306, 1984.
3. Baldocchi, D. D., B. B. Hichs, and P. Camara, A canopy stomatal resistance model for gaseous deposition to vegetated surfaces, Atmos. Environ., 27, 91-101, 1987.
4. Beaubien, J., J. Cihlar, G. Simard, and R. Latifovic, Land cover from multiple Thematic Mapper scenes using a new enhancement - classification methodology, J. Geophys. Res., this issue.
5. Black, T.A., J. M. Chen, X. Lee, and R. M. Sagar, Characteristics of shortwave and longwave irradiances under a Douglas-fir forest stand, Can. J. For. Res., 12, 1020-1028, 1991.
6. Black, T.A., et al., Annual cycle of water vapour and carbon dioxide fluxes in and above a boreal aspen forest, Global Change Biol., 2, 101-111, 1996.
7. 2 exchange simulated by a land surface process model coupled to an atmospheric general circulation model, J. Geophys. Res., 100, 2817-2831, 1995.
8. Chen, J. M., Spatial scaling of a remotely sensed surface parameter by contexture. Remote Sen. Environ., in press, 1999.
9. Chen, J. M., and T. A. Black, Defining leaf area index for non-flat 1 eaves, Plant Cell Envrion., 15, 421-429, 1992.
10. Chen, J. M., and J. Cihlar, Retrieving leaf area index of boreal conifer forests using Landsat TM images, Remote Sens. Environ., 55, 153-162, 1996.
11. Chen, J. M., J. Liu, J. Cihlar, and M. L. Goulden, Daily canopy photosynthesis model through temporal and spatial scaling for remote sensing applications, Ecol. Mod., in press, 1999a.
12. Chen, W.J., T. A. Black, P. C. Yang, A. G. Barr, H. H. Neumann, Z. Nesic, M. D. Novak, J. Eley, and R. Cuenca, Effects of climate variability on the annual carbon sequestration by a boreal aspen forest, Global Change Biol., 5, 41-53, 1999b.
13. Chen, J. M., S. G. Leblanc, J. R. Miller, J. Freemantle, S. E. Loechel, C. L. Walthall, K. A. Innanen, and H. P. White, Compact airborne spectrographic imager (CASI) used for mapping biophysical parameters of boreal forests, J. Geophys. Res., this issue.
14. Cihlar, J., Identification of contaminated pixels in AVHRR composite images for studies of land biosphere, Remote Sens. Environ., 56, 149-163, 1996.
15. Cihlar, J., and J. Beaubien, Land Cover of Canada 1995 Version 1.1, Digital data set documentation, Natural Resources Canada, Ottawa, Ontario, http://www.ccrs.nrcan.gc.ca/ccrs/comvnts/rsic /rsicinde.html, 1998.
16. 2 measurements, J. Geophys. Res., 97, 18515-18521, 1992.
17. Cihlar, J., H. Ly, and Q. Xiao, Land cover classification with AVHRR multichannel composites in northern environments, Remote Sens. Environ., 58, 36-51, 1996.
18. Cihlar, J., J. Beaubien, Q. Xiao, J. Chen, and Z. Li, Land cover of the BOREAS region form AVHRR and Landsat data, Can. J. Remote Sens., 23, 164-175, 1997a.
19. Cihlar, J., H. Ly, Z. Li, J. M. Chen, H. Pokrant, and F. Huang, Multitemporal, multichannel AVHRR data sets for land biosphere studies: Artifacts and corrections, Remote Sens. Environ., 60, 35-57, 1997b.
20. Collatz, G. J., J. T. Ball, C. Crivet, and J. A. Berry, Physiological and environmental regulation of stomatal conductance, photosynthesis and transpiration: A model that includes a laminar boundary layer, Agric. For. Meteor., 54, 107-136, 1991.
21. Dang, Q. L., H. A. Margolis, M. R. Coyea, M. Sy, and G. J. Collatz, Regulation of branch-level gas exchange of boreal trees: Roles of shoot water potential and vapour pressure difference, Tree Physiol., 17, 521-535, 1997.
22. De Jong, R., J. A. Shields, and W. K. Sly, Estimated soil water reserves applicable to a wheat-fallow rotation for generalized soil areas mapped in southern Saskatchewan, Can. J. Soil Sci., 64, 667-680, 1984.
23. Denning, S. A., G. J. Collatz, C. Zhang, D. A. Randall, J. A. Berry, P. J. Sellers, G. D. Colello, and D. A. Dazlich, Simulation of terrestrial carbon metabolism and atmospheric CO in a general circulation model, 1, Surface carbon fluxes, Tellus, Ser. B., 48, 521-542, 1996.
24. Erbs, D. G., S. A. Klein, and J. A. Duffie, Estimation of diffuse radiation fraction for hourly, daily and monthly-average global radiation, Sol. Energy, 28, 293-304, 1982.
25. Farquhar, G.D., and S. von Caemmerer, Modelling of photosynthetic response to environmental conditions, in Encyclopedia of Plant Physiology, new series, vol. 12B, Physiological Plant Ecology II, edited by O. L. Lange, P. S. Nobel, C. B. Osmond, and H. Ziegler, pp. 549-587, Springer-Verlag, New York, 1982.
26. 3 species, Planta, 149, 78-90, 1980.
27. Foley, J. A., Net primary productivity in the terrestrial biosphere: The application of a global model, J. Geophys. Res., 99, 20,773-20,783, 1994.
28. Foley, J. A, I. C. Prentice, N. Ramankutty, S. Levis, D. Pollard, S. Sitch, and A. Haxeltine, An integrated biosphere model of land surface processes, terrestrial carbon balance and vegetation dynamics, Global Biogeochem. Cycles, 10, 603-628, 1996.
29. Frolking, S., Sensitivity of spruce/moss boreal forest net ecosystem productivity to seasonal anomalies in weather, J. Geogr. Res., 102, 29053-29064, 1997.
30. Goetz, S. J., and S. D. Prince, Remote sensing of net primary production in boreal forest stands, Agric. For. Meteorol., 78, 149-179, 1996.
31. Goetz, S. J., and S. D. Prince, Variability in light utilization among boreal forest stands and implications for remote sensing of net primary production, Can. J. For. Res. 28, 375-389, 1998.
32. Goetz, S. J., and S. D. Prince, Modeling terrestrial carbon exchange and storage: Evidence and implications of functional convergence in light-use efficiency, Adv. Ecol. Res., 28, 57-92, 1999.
33. Goetz, S. J., S. D. Prince, S. N. Goward, M. M. Thawley, J. Small, and A. Johnston, Mapping net primary production and related biophysical variables with remote sensing: Application to the BOREAS region, J. Geophys. Res. this issue.
34. 2 exchange at the moss surface of a black spruce forest, Tree Physiol., 17, 537-542, 1997.
35. Goulden, M. L., B. C. Daube, S. M. Fan, D. J. Sutton, A. Bazzaz, J. W. Munger, and S. C. Wofsy, Physiological responses of a black spruce forest to weather, J. Geophys. Res. 102, 28,987-28,996, 1997.
36. Gower, S. T., J. G. Vogel, J. M. Norman, C. J. Kucharik, S. J. Steele, and T. K. Stow, Carbon distribution and aboveground net primary productivity in aspen, jack pine, and black spruce stands in Saskatchewan and Manitoba, Canada, J. Geophys. Res., 102, 29,029-29,041, 1997.
37. par and net primary production of terrestrial ecosystems, Remote Sens. Environ., in press, 1998.
38. Hall, F. G., Y. E. Shimabukuro, and K. F. Huemmrich, Remote sensing of forest biophysical structure using mixture decomposition and geometric reflectance models, Ecol. Appl., 5, 993-1013, 1995.
39. Hunt, E. R. Jr., and S. W. Running, Simulated dry matter yields for aspen and spruce stand in the North American Boreal Forest, Can. J. Remote Sen., 18, 126-133, 1992.
40. Jarvis, P. G., The interpretation of the variations in leaf water potential and stomatal conductance found in canopies in the field, Philos. Trans. R. Soc. London, Ser. B, 273, 593-610, 1976.
41. Jarvis, P. G., and J. I. L. Morison, Stomatal control of transpiration and photosynthesis, in "Stomatal Physiology" P. G. Jarvis and T. A. Mansfield (Eds.), pp. 247-279, Cambridge Univ. Press, New York, 1981.
42. Kimball, J. S., P. E. Thornton, M. A. White, and S. W. Running, Simulating forest productivity and surface-atmosphere carbon exchange in the BOREAS study region, Tree Physiol., 17, 589-599, 1997.
43. Kiniry, J. R., C. A. Jones, J. C. O'Toole, R. Blanchet, M. Cabelgue, and D. A. Spanel, Radiation use efficiency in biomass accumulation prior to grain filling for five grain field crops species, Field Crop Res., 20, 51-64, 1989.
44. Klita, D.L., R. J. Hall, J. Cihlar, J. Beaubien, K. Dutchak, R. Nesby, J. Drieman, R. Usher, and T. Perrott, A comparison between two satellite-based land cover classification programs for a boreal forest region in northwest Alberta, Canada, in paper presented at the 20th Canadian Symposium on Remote Sensing, CRSS and ERIM International, Inc. May 1998.
45. Lavigne, M. B., and M. G. Ryan, Growth and maintenance respiration rates of aspen, black spruce and jack pine stems at northern and southern BOREAS sites, Tree Physiol., 17, 543-551, 1997.
46. Li, Y., T. H. Demetriades-Shah, E. T. Kanemasu, J. K. Shultis, and M. B. Kirkham. Use of second derivatives of canopy reflectance for monitoring prairie vegetation over different soil backgrounds, Remote Sens. Environ., 44, 81-87, 1993.
47. Liu J., J.M. Chen, J. Cihlar, and W.M. Park, A process-based boreal ecosystem productivity simulator using remote sensing inputs, Remote Sens. Environ., 62, 158-175, 1997.
48. Mather, P. M. Computer Processing of Remotely-Sensed Images: An Introduction, John Wiley, New York, 1987.
49. 2 doubling, Global Biogeochem. Cycles, 9, 407-437, 1995.
50. Moghaddam, M., S. Durden, and H. Zebker, Radar measurement of forested areas during OTTER, Remote Sens. Environ., 47, 154-166, 1994.
51. Monteith, J. L., Solar radiation and productivity in tropical ecosystem, J. Appl. Ecol., 9, 747-766, 1972.
52. Monteith, J. L., Climate and the efficiency of crop production in Britain, Philos. Trans. R. Soc. London. B, 281, 277-294, 1977.
53. Norman, J. M. Simulation of microclimates, in Biometeorology in integrated pest management, edited by J. L. Hatfield and I. J. Thomason, p. 65-99, Academic, New York, 1982.
54. Ogunjemiyo, S., P. H. Schuepp, J. I. MacPherson, and R. L. Desjardins, Analysis of flux maps versus surface characteristics from Twin Otter grid flights in BOREAS in 1994, J. Geophys. Res., 102, 29,135-29,145, 1997.
55. Oke, T. R., Boundary Layer Climates, 2nd ed., Routledge, New York, 1990.
56. Potter, C. S., J. T. Randerson, C. B. Field, and P. A. Matson, P. M. Vitousek, H. A. Mooney, and S. A. Klooster, Terrestrial ecosystem production: A process model based on global satellite and surface data, Global Biogeochem. Cycles, 7, 811-841, 1993.
57. Prince, S. D., and S. N. Goward, Global primary production: A remote sensing approach, J. Biogeogr., 22, 815-835, 1995.
58. Raich, J. W., E. B. Pastetter, J. M. Melillo, D. W. Kicklighter, P. A. Grace, B. Moore III, and B. J. Peterson, Potential net primary productivity in South America: Application of a global model, Ecol. Appl., 1, 399-429, 1991.
59. Ruimy, A., B. Saugier, and G. Dedieu, Methodology for the estimation of terrestrial net primary prodcution from remotely sensed data, J. Geogr. Res., 99, 5263-5283, 1994.
60. Ruimy, A., G. Dedieu, and B. Saugier, TURC: A diagnostic model of continental gross primary productivity and net primary productivity, Global Biogeochem. Cycle, 10, 269-285, 1996.
61. Running, S. W., and J. C. Coughlan, A general model of forest ecosystem processes for regional applications, I, Hydrological balance, canopy gas exchange and primary production processes, Ecol. Modell., 42, 125-154, 1988.
62. Running, S. W., and E. R. Hunt, Generalization of a forest ecosystem process model for other biomes, BIOME-BGC, and an application for global scale models, in Scaling Physiological Processes: Leaf to Globe, edited by J. R. Ehleringer and C. B. Field, pp. 141-158, Academic, San Diego, Calif., 1993.
63. Running, S. W., R. R. Nemani, D. L. Peterson, L. E. Band, D. F. Potts, L. L. Pierce, and M. A. Spanner, Mapping regional forest evapotranspiration and photosynthesis by coupling satellite data with ecosystem simulation, Ecology, 70, 1090-1101, 1989.
64. Ryan, M. G., Growth and maintenance respiration in stems of Pinus contorta and Picea engelmamii, Can. J. For. Res., 20, 48-57, 1990.
65. Ryan, M. G., A simple method for estimating gross carbon budgets for vegetation in forest ecosystems, Tree Physiol., 9, 255-266, 1991.
66. Ryan, M., M. B. Lavigne, and S. T. Gower, Annual carbon cost of autotrophic respiration in boreal forest ecosystems in relation to species and climate, J. Geophys. Res., 102, 28,871-28,883, 1997.
67. Sellers, P. J., J. A. Berry, G. J. Collatz, C. B. Field, and F. G. Hall, Canopy reflectance, photosynthesis, and transpiration, III, A reanalysis using improved leaf models and a new canopy integration scheme, Remote Sens. Environ., 42, 187-216, 1992.
68. Sellers, et al., The Boreal Ecosystem-Atmosphere Study (BOREAS): An overview and early results from the 1994 field year, Bull. Ame. Meteorol. Soc., 76, 1549-1548, 1995.
69. Sellers, P. J., D. A. Randall, G. J. Collatz, J. A. Berry, C. B. Field, D. A. Dazlich, C. Zhang, G. D. Collelo, and L. Bounoua, A revised land surface parameterization (SiB2) for atmospheric GCMs, I, Model formulation, J. Clim., 9, 676-705, 1996.
70. Sellers, P., et al., BOREAS in 1997: Scientific results, overview, and future directions, J. Geophys. Res., 102, 28,731-28,769, 1997.
71. Shields, J. A., C. Tamocai, K. W. G. Valentine, and K. B. MacDonald, Soil landscapes of Canada, procedures manual and user's hand book, Agric. Can. Publ. 1868/E, Agric. Can., Ottawa, Ontario. 1991.
72. Snyder, J. P., Map projections - a working manual, U.S. Geol. Surv. Prof. Pap., 1 19.16:1395, U.S. Gov. Prin. Off., Washington, D. C., 1989.
73. Steele, S. J., S. T. Gower, J. G. Vogel, and J. M. Norman, Root mass, net primary production and turnover in aspen, jack pine and black spruce forests in Saskatchewan and Manitoba, Canada, Tree Physiol., 17, 577-587, 1997.
74. Wiegand, C. L., S. J. Maas, J. K. Aase, J. L. Hatfield, P. J. Pinter Jr., R. D. Jackson, E. T. Kanemasu, and R. L. Lapitan, Multisite analyses of spectral-biophysical data for wheat, Remote Sens. Environ., 42, 1-21, 1992.
75. Woodward, F. I., T. M. Smith, and W. R. Emanuel, A global land primary productivity and phytogeography model, Global Biogeochem. Cycle, 9, 471-490, 1995.
76. i curves from 109 species, J. Exp. Bot., 44, 907-920, 1993.